Is Llama 3.1 8B (decentralized) or GLM 4.5 cheaper?

Llama 3.1 8B (decentralized) is cheaper on output tokens ($0.03 vs $1.30 per 1M).

Which has the larger context window, Llama 3.1 8B (decentralized) or GLM 4.5?

Both models offer a similar context window.

Llama 3.1 8B (decentralized) vs GLM 4.5

Llama 3.1 8B (decentralized) is cheaper on output tokens. Choose Llama 3.1 8B (decentralized) or GLM 4.5 based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	Llama 3.1 8B (decentralized)	GLM 4.5
Provider	NanoGPT	NanoGPT
Input / 1M tokens	$0.02	$0.30
Output / 1M tokens	$0.03	$1.30
Context window	128K	128K
Parameters	—	355B
Open weights	No	No
Released	Jul 2024	Apr 2025

Llama 3.1 8B (decentralized) details →GLM 4.5 details →

FAQ

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.